#pragma once
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#include "caffe2/core/context.h"
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#include "caffe2/core/logging.h"
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#include "caffe2/core/operator.h"
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namespace caffe2 {
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template <typename T, class Context>
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class LeakyReluOp : public Operator<Context> {
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public:
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template <class... Args>
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explicit LeakyReluOp(Args&&... args)
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: Operator<Context>(std::forward<Args>(args)...), alpha_(0.01) {
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if (HasArgument("alpha")) {
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alpha_ =
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static_cast<T>(this->template GetSingleArgument<float>("alpha", 0.01));
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}
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}
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USE_OPERATOR_CONTEXT_FUNCTIONS;
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bool RunOnDevice() override;
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protected:
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T alpha_;
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};
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template <typename T, class Context>
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class LeakyReluGradientOp final : public Operator<Context> {
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public:
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template <class... Args>
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explicit LeakyReluGradientOp(Args&&... args)
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: Operator<Context>(std::forward<Args>(args)...), alpha_(0.01) {
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if (HasArgument("alpha")) {
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alpha_ =
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static_cast<T>(this->template GetSingleArgument<float>("alpha", 0.01));
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}
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}
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USE_OPERATOR_CONTEXT_FUNCTIONS;
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bool RunOnDevice() override;
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protected:
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T alpha_;
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};
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} // namespace caffe2
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